Generic Reliability Analysis Model of IoT : Agriculture use case
| Autor: | Alexander M. Wyglinski, Fatoumata Thiam, Maissa Mbaye |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Reliability theory
Computer science Event (computing) Local area network 020206 networking & telecommunications 02 engineering and technology Reliability engineering Domain (software engineering) Metric (mathematics) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Routing (electronic design automation) Reliability (statistics) Parametric statistics |
| Zdroj: | VTC Spring |
| DOI: | 10.1109/vtc2021-spring51267.2021.9448791 |
| Popis: | In this paper, we use Discrete Event Systems (DES) to conduct a novel reliability analysis regarding network longevity and sensor nodes (SNs) energy failure in the agriculture domain. Reliability is a critical aspect of Agriculture Internet of Things (IoT) networks. As a result, we propose an operation-based reliability framework for the agriculture IoT networks based on the following: (i) theoretical derivation of a reliability framework from a real-time parametric perspective at the local network level, and (ii) comprehensive assessment of the reliability of agriculture IoT networks using the network lifetime metric. We have proposed a DES model that is used to implement a reliability framework that analyses energy expenditure to optimize network premature failure of operations. |
| Databáze: | OpenAIRE |
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